Method for supervised teaching of a recurrent artificial neural network

H Jaeger - US Patent 7,321,882, 2008 - Google Patents
(57) ABSTRACT A method for the supervised teaching of a recurrent neutral network (RNN)
is disclosed. A typical embodiment of the method utilizes a large (50 units or more) …

Parametric universal nonlinear dynamics approximator and use

B Sayyar-Rodsari, E Plumer, E Hartman… - US Patent App. 10 …, 2005 - Google Patents
System and method for modeling a nonlinear process. A combined model for predictive
optimization or control of a nonlinear process includes a nonlinear approximator, coupled to …

Recurrent neural network-based fuzzy logic system and method

ER Khan, WS Neely - US Patent 5,828,812, 1998 - Google Patents
The present invention relates to intelligent controllers, and in particular, intelligent controllers
using neural network-based fuzzy logic. 2. Description of the Related Art Uses of intelligent …

Training a model of a non-linear process

B Sayyar-Rodsari, E Plumer, E Hartman… - US Patent …, 2011 - Google Patents
Abstract System and method for modeling a nonlinear process. A combined model for
predictive optimization or control of a nonlinear process includes a nonlinear approximator …

Controlling a non-linear process

B Sayyar-Rodsari, E Plumer, E Hartman… - US Patent App. 12 …, 2008 - Google Patents
System and method for modeling a nonlinear process. A combined model for predictive
optimization or control of a nonlinear process includes a nonlinear approximator, coupled to …

Condition assessment and life expectancy prediction for devices

AG Parlos - US Patent 7,024,335, 2006 - Google Patents
Continuation of application No. 10/298,276, filed on Nov. 15, 2002, now abandoned, which
is a continuation of appli cation No. 09/877.256, filed on Jun. 8, 2001, now aban doned …

Statistically qualified neuro-analytic failure detection method and system

RB Vilim, HE Garcia, FW Chen - US Patent 6,353,815, 2002 - Google Patents
An apparatus and method for monitoring a process involve development and application of
a statistically qualified neuro-analytic (SQNA) model to accurately and reliably identify …

Recurrent neural network-based fuzzy logic system

ER Khan, FA Unal - US Patent 5,606,646, 1997 - Google Patents
A recurrent, neural network-based fuzzy logic system includes neurons in a rule base layer
which each have a recurrent architecture with an output-to-input feedback path including a …

Neural network based transient fuel control method

DM Stander, SK Liu, M Sway-Tin… - US Patent …, 2001 - Google Patents
A system and method for use in a motor vehicles is disclosed for calculating a fuel multiplier
during transient engine operation. The fuel multiplier modifies the amount of fuel released …

Fault detection system and method using approximate null space base fault signature classification

J Mukherjee, VB Kini, SK Menon… - US Patent …, 2007 - Google Patents
(57) ABSTRACT A system and method for fault detection is provided. The fault detection
system provides the ability to detect symp toms of fault in turbine engines and other …